qordata
  • Products
    • Reporting
    • Transparency Reporting Solution
    • Monitoring
    • Compliance Central
    • Expense Monitoring & Auditing Solution (EMA)
    • Process
    • EngageAgent
    • Grants & Sponsorship Management Solution
  • Thought Leadership
    • Surveys and Insights
    • Whitepapers
    • Case Studies
    • Webinars
    • Blogs
  • Company
    • About Us
    • Leadership Team
    • Our Partners
    • Contact Us
(609) 375-0010
Request a Demo
Reporting Transparency Reporting Solution Monitoring Compliance Central Expense Monitoring & Auditing Solution (EMA) Process EngageAgent Grants & Sponsorship Management Solution
Surveys and Insights Whitepapers Case Studies Webinars Blogs
About Us Leadership Team Our Partners Contact Us
(609) 375-0010 Request a Demo
Cookie Preferences We use cookies We use cookies to enhance your browsing experience, personalise content, and analyse traffic. You can accept all cookies or manage your preferences.
Cookie Preferences

Manage your preferences

Choose which categories of cookies you're comfortable with. You can change this anytime by revisiting this banner.

Necessary Required for the site to run. Cannot be turned off.
Always Active
Analytics Helps us understand how visitors use the site.
Marketing Used to personalise content and measure campaign performance.
Reading Principal-Investigator Totals Correctly | qordata
Research Payments Data Analysis

Reading Principal-Investigator Totals Correctly

Open Payments will show physicians associated with tens of millions in research value. Read correctly, that figure is an influence signal — not a paycheck.

6,130PIs associated with $100K+ in research every year, 2023–2025
11,378PIs associated with $100K+ in research in 2025, up from 10,429 in 2023
2,003PIs associated with $1M+ in research value in 2025
Not PayPI-associated totals reflect research overseen — never personal compensation

Reading Principal-Investigator Totals Correctly

Open Payments research data will show individual physicians associated with enormous sums — tens of millions of dollars in a single year. Taken at face value, those numbers look alarming. Read correctly, they mean something quite different.

In This Analysis

  1. The Money Isn't Theirs
  2. What the PI Data Does Tell You
  3. The Right Control
  4. Frequently Asked Questions

The Money Isn't Theirs

A Principal Investigator oversees a study, but the research funds generally flow to the institution — the hospital, university, or trial site. A PI "associated with" $50 million is not being paid $50 million. The figure is an influence and conflict-of-interest signal, not personal compensation.

A physician "associated with" $106 million in research was not paid $106 million. That figure reflects research they oversee — the money flows to the institution.

What the PI Data Does Tell You

It tells you which investigators carry the most institutional research influence — and therefore whose conflict-of-interest management deserves the most attention. A stable cohort recurs each year: 6,130 PIs were associated with $100,000 or more in all three years. Those are the names a research-compliance program should know.

Principal Investigators Associated With $100K+ in Research
2023
10,429 PIs
2025
11,378 PIs
+9.1% vs. 2023
6,130PIs associated with $100K+ in research in all three years, 2023–2025
2,003PIs associated with $1M+ in research value in 2025
Oncologythe specialty where the highest-associated PIs cluster most heavily

The Right Control

For high-value PIs, the control is not fair-market-value review of a paycheck that doesn't exist — it is current, documented conflict-of-interest disclosure and management, plus a cross-check against the same physician's General-Payments (personal) totals. The two datasets together tell you whether influence and personal payment coincide.

Here's the shorthand worth keeping handy the next time this comes up:

TermDefinition
Principal InvestigatorThe physician who oversees a study.
Conflict of interest (COI)A situation where a financial relationship could bias research or clinical decisions.
Associated research valueTotal research payments tied to a PI's studies — not personal pay.
6,130 Principal Investigators associated with $100K+ in research value every year, 2023–2025

Download the Full Reports

Get the complete General & Research Payments Compliance Intelligence Reports: three years of CMS Open Payments data, 2023–2025, analyzed for compliance risk indicators.

Download Research Payments Report Download General Payments Report
Questions? info@qordata.com

Related Reading

Where $27B in Research Money Actually Goes Concentrated by Design: The Top 1% Diverging Bets: Manufacturer Strategies The Geography of Clinical Trials

Turn PI-level insight into an operational risk program

See how qordata surfaces research-payment risk signals like this automatically, across your full Open Payments dataset.

Request a Demo Download Research Report Download General Report

Frequently Asked Questions

Should high PI totals be reported to leadership as "payments"?

No — label them as associated research value or influence, never as personal compensation, to avoid misleading conclusions.

How do you connect PI influence to personal payment?

Cross-reference the PI against their General-Payments totals; that reveals whether institutional influence and personal payments coincide.

Download the Report

Fill out the form below and we'll send you the PDF.

0
Skip to Content
qordata
qordata
qordata — data driven compliance
(609) 375-0010 103 Carnegie Center Drive, Suite 300, Princeton, NJ 08540
Products
  • Transparency Reporting Solution
  • Compliance Central
  • Expense Monitoring & Auditing (EMA)
  • EngageAgent
  • Grants & Sponsorship Management
Thought Leadership
  • Surveys and Insights
  • Whitepapers
  • Case Studies
  • Webinars
  • Blogs
Company
  • About Us
  • Leadership Team
  • Our Partners
  • Contact Us
  • Careers
© qordata 2026. All rights reserved.
Privacy Policy Terms of Use Sitemap Cookie Preferences